Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 368 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 51.8 KiB |
| Average record size in memory | 144.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 2 |
start_date has a high cardinality: 368 distinct values | High cardinality |
end_date has a high cardinality: 368 distinct values | High cardinality |
TOTAL SPECIMENS is highly correlated with TOTAL A and 5 other fields | High correlation |
TOTAL A is highly correlated with TOTAL SPECIMENS and 5 other fields | High correlation |
TOTAL B is highly correlated with TOTAL A and 3 other fields | High correlation |
PERCENT POSITIVE is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
PERCENT A is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
PERCENT B is highly correlated with TOTAL A and 3 other fields | High correlation |
ILITOTAL is highly correlated with TOTAL SPECIMENS and 3 other fields | High correlation |
NUM. OF PROVIDERS is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
TOTAL PATIENTS is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
TOTAL SPECIMENS is highly correlated with TOTAL A and 5 other fields | High correlation |
TOTAL A is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
TOTAL B is highly correlated with TOTAL A and 2 other fields | High correlation |
PERCENT POSITIVE is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
PERCENT A is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
PERCENT B is highly correlated with TOTAL B and 1 other fields | High correlation |
ILITOTAL is highly correlated with TOTAL SPECIMENS and 3 other fields | High correlation |
NUM. OF PROVIDERS is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
TOTAL PATIENTS is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
TOTAL SPECIMENS is highly correlated with TOTAL A and 1 other fields | High correlation |
TOTAL A is highly correlated with TOTAL SPECIMENS and 3 other fields | High correlation |
TOTAL B is highly correlated with TOTAL A and 3 other fields | High correlation |
PERCENT POSITIVE is highly correlated with TOTAL A and 3 other fields | High correlation |
PERCENT A is highly correlated with TOTAL A and 2 other fields | High correlation |
PERCENT B is highly correlated with TOTAL B and 1 other fields | High correlation |
ILITOTAL is highly correlated with TOTAL SPECIMENS and 2 other fields | High correlation |
NUM. OF PROVIDERS is highly correlated with ILITOTAL and 1 other fields | High correlation |
TOTAL PATIENTS is highly correlated with ILITOTAL and 1 other fields | High correlation |
TOTAL SPECIMENS is highly correlated with TOTAL A and 9 other fields | High correlation |
TOTAL A is highly correlated with TOTAL SPECIMENS and 7 other fields | High correlation |
TOTAL B is highly correlated with TOTAL A and 4 other fields | High correlation |
PERCENT POSITIVE is highly correlated with TOTAL SPECIMENS and 7 other fields | High correlation |
PERCENT A is highly correlated with TOTAL SPECIMENS and 7 other fields | High correlation |
PERCENT B is highly correlated with TOTAL A and 6 other fields | High correlation |
start_year is highly correlated with TOTAL SPECIMENS and 3 other fields | High correlation |
start_month is highly correlated with TOTAL SPECIMENS and 5 other fields | High correlation |
start_day is highly correlated with end_day | High correlation |
end_year is highly correlated with TOTAL SPECIMENS and 3 other fields | High correlation |
end_month is highly correlated with TOTAL SPECIMENS and 5 other fields | High correlation |
end_day is highly correlated with start_day | High correlation |
ILITOTAL is highly correlated with TOTAL SPECIMENS and 7 other fields | High correlation |
NUM. OF PROVIDERS is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
TOTAL PATIENTS is highly correlated with TOTAL SPECIMENS and 4 other fields | High correlation |
start_date is uniformly distributed | Uniform |
end_date is uniformly distributed | Uniform |
start_day is uniformly distributed | Uniform |
end_day is uniformly distributed | Uniform |
start_date has unique values | Unique |
end_date has unique values | Unique |
TOTAL A has 113 (30.7%) zeros | Zeros |
TOTAL B has 181 (49.2%) zeros | Zeros |
PERCENT POSITIVE has 97 (26.4%) zeros | Zeros |
PERCENT A has 113 (30.7%) zeros | Zeros |
PERCENT B has 181 (49.2%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-20 00:28:49.912091 |
|---|---|
| Analysis finished | 2022-12-20 00:29:13.163883 |
| Duration | 23.25 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
TOTAL SPECIMENS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 326 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 817.1222826 |
| Minimum | 48 |
|---|---|
| Maximum | 3303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 91.05 |
| Q1 | 295.5 |
| median | 623 |
| Q3 | 1146.5 |
| 95-th percentile | 2193.55 |
| Maximum | 3303 |
| Range | 3255 |
| Interquartile range (IQR) | 851 |
Descriptive statistics
| Standard deviation | 656.3662364 |
|---|---|
| Coefficient of variation (CV) | 0.8032656193 |
| Kurtosis | 0.5265617833 |
| Mean | 817.1222826 |
| Median Absolute Deviation (MAD) | 396.5 |
| Skewness | 1.058313414 |
| Sum | 300701 |
| Variance | 430816.6362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 319 | 3 | 0.8% |
| 959 | 3 | 0.8% |
| 727 | 2 | 0.5% |
| 81 | 2 | 0.5% |
| 148 | 2 | 0.5% |
| 439 | 2 | 0.5% |
| 887 | 2 | 0.5% |
| 1093 | 2 | 0.5% |
| 966 | 2 | 0.5% |
| 719 | 2 | 0.5% |
| Other values (316) | 346 |
| Value | Count | Frequency (%) |
| 48 | 1 | |
| 58 | 1 | |
| 59 | 1 | |
| 60 | 1 | |
| 61 | 1 | |
| 63 | 1 | |
| 65 | 1 | |
| 67 | 1 | |
| 69 | 1 | |
| 70 | 1 |
| Value | Count | Frequency (%) |
| 3303 | 1 | |
| 2873 | 1 | |
| 2632 | 1 | |
| 2573 | 1 | |
| 2555 | 1 | |
| 2512 | 1 | |
| 2467 | 1 | |
| 2459 | 1 | |
| 2447 | 1 | |
| 2444 | 1 |
| Distinct | 117 |
|---|---|
| Distinct (%) | 31.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.07608696 |
| Minimum | 0 |
|---|---|
| Maximum | 644 |
| Zeros | 113 |
| Zeros (%) | 30.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 40 |
| 95-th percentile | 309.9 |
| Maximum | 644 |
| Range | 644 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 114.4104884 |
|---|---|
| Coefficient of variation (CV) | 1.970010282 |
| Kurtosis | 6.307044606 |
| Mean | 58.07608696 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.479372058 |
| Sum | 21372 |
| Variance | 13089.75986 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 1 | 47 | 12.8% |
| 2 | 25 | 6.8% |
| 4 | 9 | 2.4% |
| 5 | 8 | 2.2% |
| 3 | 7 | 1.9% |
| 8 | 6 | 1.6% |
| 6 | 6 | 1.6% |
| 10 | 5 | 1.4% |
| 35 | 4 | 1.1% |
| Other values (107) | 138 |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 1 | 47 | |
| 2 | 25 | 6.8% |
| 3 | 7 | 1.9% |
| 4 | 9 | 2.4% |
| 5 | 8 | 2.2% |
| 6 | 6 | 1.6% |
| 7 | 4 | 1.1% |
| 8 | 6 | 1.6% |
| 9 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 644 | 1 | |
| 641 | 1 | |
| 567 | 1 | |
| 496 | 1 | |
| 451 | 2 | |
| 434 | 1 | |
| 427 | 1 | |
| 413 | 2 | |
| 412 | 1 | |
| 389 | 1 |
| Distinct | 72 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.4048913 |
| Minimum | 0 |
|---|---|
| Maximum | 569 |
| Zeros | 181 |
| Zeros (%) | 49.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 7 |
| 95-th percentile | 126.85 |
| Maximum | 569 |
| Range | 569 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 71.49277647 |
|---|---|
| Coefficient of variation (CV) | 2.929444577 |
| Kurtosis | 27.79454376 |
| Mean | 24.4048913 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.85945612 |
| Sum | 8981 |
| Variance | 5111.217088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 46 | 12.5% |
| 2 | 18 | 4.9% |
| 3 | 13 | 3.5% |
| 4 | 8 | 2.2% |
| 5 | 6 | 1.6% |
| 12 | 3 | 0.8% |
| 6 | 3 | 0.8% |
| 96 | 3 | 0.8% |
| 8 | 3 | 0.8% |
| Other values (62) | 84 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 1 | 46 | 12.5% |
| 2 | 18 | 4.9% |
| 3 | 13 | 3.5% |
| 4 | 8 | 2.2% |
| 5 | 6 | 1.6% |
| 6 | 3 | 0.8% |
| 7 | 3 | 0.8% |
| 8 | 3 | 0.8% |
| 10 | 2 | 0.5% |
| Value | Count | Frequency (%) |
| 569 | 1 | |
| 549 | 1 | |
| 520 | 1 | |
| 418 | 1 | |
| 379 | 1 | |
| 332 | 1 | |
| 301 | 1 | |
| 249 | 1 | |
| 248 | 1 | |
| 222 | 1 |
PERCENT POSITIVE
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 235 |
|---|---|
| Distinct (%) | 63.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.242907609 |
| Minimum | 0 |
|---|---|
| Maximum | 40.45 |
| Zeros | 97 |
| Zeros (%) | 26.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1.05 |
| Q3 | 8.885 |
| 95-th percentile | 27.5195 |
| Maximum | 40.45 |
| Range | 40.45 |
| Interquartile range (IQR) | 8.885 |
Descriptive statistics
| Standard deviation | 9.606568369 |
|---|---|
| Coefficient of variation (CV) | 1.538797139 |
| Kurtosis | 1.651263697 |
| Mean | 6.242907609 |
| Median Absolute Deviation (MAD) | 1.05 |
| Skewness | 1.632342003 |
| Sum | 2297.39 |
| Variance | 92.28615583 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97 | 26.4% |
| 0.68 | 4 | 1.1% |
| 0.23 | 4 | 1.1% |
| 0.09 | 4 | 1.1% |
| 0.11 | 3 | 0.8% |
| 0.35 | 3 | 0.8% |
| 1.16 | 3 | 0.8% |
| 0.99 | 2 | 0.5% |
| 0.42 | 2 | 0.5% |
| 0.33 | 2 | 0.5% |
| Other values (225) | 244 |
| Value | Count | Frequency (%) |
| 0 | 97 | |
| 0.06 | 1 | 0.3% |
| 0.09 | 4 | 1.1% |
| 0.1 | 2 | 0.5% |
| 0.11 | 3 | 0.8% |
| 0.12 | 1 | 0.3% |
| 0.13 | 2 | 0.5% |
| 0.14 | 2 | 0.5% |
| 0.15 | 1 | 0.3% |
| 0.16 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 40.45 | 1 | |
| 40.37 | 1 | |
| 38.93 | 1 | |
| 37.38 | 1 | |
| 36.61 | 1 | |
| 36.32 | 1 | |
| 33.94 | 1 | |
| 32.99 | 1 | |
| 32.74 | 1 | |
| 32.09 | 1 |
PERCENT A
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 209 |
|---|---|
| Distinct (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.221820652 |
| Minimum | 0 |
|---|---|
| Maximum | 28.68 |
| Zeros | 113 |
| Zeros (%) | 30.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.68 |
| Q3 | 4.985 |
| 95-th percentile | 20.5865 |
| Maximum | 28.68 |
| Range | 28.68 |
| Interquartile range (IQR) | 4.985 |
Descriptive statistics
| Standard deviation | 6.908198123 |
|---|---|
| Coefficient of variation (CV) | 1.636307814 |
| Kurtosis | 2.301249295 |
| Mean | 4.221820652 |
| Median Absolute Deviation (MAD) | 0.68 |
| Skewness | 1.828786143 |
| Sum | 1553.63 |
| Variance | 47.72320131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 0.68 | 5 | 1.4% |
| 0.23 | 4 | 1.1% |
| 0.2 | 4 | 1.1% |
| 1.07 | 3 | 0.8% |
| 0.66 | 3 | 0.8% |
| 0.25 | 3 | 0.8% |
| 0.42 | 3 | 0.8% |
| 1.39 | 3 | 0.8% |
| 0.14 | 3 | 0.8% |
| Other values (199) | 224 |
| Value | Count | Frequency (%) |
| 0 | 113 | |
| 0.06 | 2 | 0.5% |
| 0.09 | 1 | 0.3% |
| 0.1 | 1 | 0.3% |
| 0.11 | 2 | 0.5% |
| 0.12 | 1 | 0.3% |
| 0.13 | 1 | 0.3% |
| 0.14 | 3 | 0.8% |
| 0.15 | 2 | 0.5% |
| 0.16 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 28.68 | 1 | |
| 28.2 | 1 | |
| 26.91 | 1 | |
| 26.28 | 1 | |
| 26.21 | 1 | |
| 26.19 | 1 | |
| 26.12 | 1 | |
| 25.31 | 1 | |
| 24.91 | 1 | |
| 24.53 | 1 |
PERCENT B
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 143 |
|---|---|
| Distinct (%) | 38.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.021168478 |
| Minimum | 0 |
|---|---|
| Maximum | 25.97 |
| Zeros | 181 |
| Zeros (%) | 49.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.05 |
| Q3 | 1.1575 |
| 95-th percentile | 11.7 |
| Maximum | 25.97 |
| Range | 25.97 |
| Interquartile range (IQR) | 1.1575 |
Descriptive statistics
| Standard deviation | 4.268316643 |
|---|---|
| Coefficient of variation (CV) | 2.111806457 |
| Kurtosis | 7.733676499 |
| Mean | 2.021168478 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | 2.709149112 |
| Sum | 743.79 |
| Variance | 18.21852697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.11 | 5 | 1.4% |
| 0.09 | 5 | 1.4% |
| 0.06 | 4 | 1.1% |
| 0.43 | 3 | 0.8% |
| 0.28 | 3 | 0.8% |
| 0.08 | 3 | 0.8% |
| 0.19 | 3 | 0.8% |
| 0.46 | 3 | 0.8% |
| 0.13 | 3 | 0.8% |
| Other values (133) | 155 |
| Value | Count | Frequency (%) |
| 0 | 181 | |
| 0.03 | 1 | 0.3% |
| 0.04 | 1 | 0.3% |
| 0.05 | 2 | 0.5% |
| 0.06 | 4 | 1.1% |
| 0.07 | 3 | 0.8% |
| 0.08 | 3 | 0.8% |
| 0.09 | 5 | 1.4% |
| 0.1 | 1 | 0.3% |
| 0.11 | 5 | 1.4% |
| Value | Count | Frequency (%) |
| 25.97 | 1 | |
| 23.06 | 1 | |
| 21.27 | 1 | |
| 20.7 | 1 | |
| 18.39 | 1 | |
| 17.89 | 1 | |
| 17.4 | 1 | |
| 15.82 | 1 | |
| 15.59 | 1 | |
| 14.27 | 1 |
| Distinct | 368 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| 2015-10-04 | 1 |
|---|---|
| 2020-05-30 | 1 |
| 2020-08-01 | 1 |
| 2020-07-25 | 1 |
| 2020-07-18 | 1 |
| Other values (363) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 368 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2015-10-04 |
|---|---|
| 2nd row | 2015-10-11 |
| 3rd row | 2015-10-18 |
| 4th row | 2015-10-25 |
| 5th row | 2015-11-01 |
Common Values
| Value | Count | Frequency (%) |
| 2015-10-04 | 1 | 0.3% |
| 2020-05-30 | 1 | 0.3% |
| 2020-08-01 | 1 | 0.3% |
| 2020-07-25 | 1 | 0.3% |
| 2020-07-18 | 1 | 0.3% |
| 2020-07-11 | 1 | 0.3% |
| 2020-07-04 | 1 | 0.3% |
| 2020-06-27 | 1 | 0.3% |
| 2020-06-20 | 1 | 0.3% |
| 2020-06-13 | 1 | 0.3% |
| Other values (358) | 358 |
Length
| Value | Count | Frequency (%) |
| 2015-10-04 | 1 | 0.3% |
| 2015-12-20 | 1 | 0.3% |
| 2015-10-18 | 1 | 0.3% |
| 2015-10-25 | 1 | 0.3% |
| 2015-11-01 | 1 | 0.3% |
| 2015-11-08 | 1 | 0.3% |
| 2015-11-15 | 1 | 0.3% |
| 2015-11-22 | 1 | 0.3% |
| 2015-11-29 | 1 | 0.3% |
| 2015-12-06 | 1 | 0.3% |
| Other values (358) | 358 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 368 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| 2015-10-10 | 1 |
|---|---|
| 2020-06-05 | 1 |
| 2020-08-07 | 1 |
| 2020-07-31 | 1 |
| 2020-07-24 | 1 |
| Other values (363) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 368 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2015-10-10 |
|---|---|
| 2nd row | 2015-10-17 |
| 3rd row | 2015-10-24 |
| 4th row | 2015-10-31 |
| 5th row | 2015-11-07 |
Common Values
| Value | Count | Frequency (%) |
| 2015-10-10 | 1 | 0.3% |
| 2020-06-05 | 1 | 0.3% |
| 2020-08-07 | 1 | 0.3% |
| 2020-07-31 | 1 | 0.3% |
| 2020-07-24 | 1 | 0.3% |
| 2020-07-17 | 1 | 0.3% |
| 2020-07-10 | 1 | 0.3% |
| 2020-07-03 | 1 | 0.3% |
| 2020-06-26 | 1 | 0.3% |
| 2020-06-19 | 1 | 0.3% |
| Other values (358) | 358 |
Length
| Value | Count | Frequency (%) |
| 2015-10-10 | 1 | 0.3% |
| 2015-12-26 | 1 | 0.3% |
| 2015-10-24 | 1 | 0.3% |
| 2015-10-31 | 1 | 0.3% |
| 2015-11-07 | 1 | 0.3% |
| 2015-11-14 | 1 | 0.3% |
| 2015-11-21 | 1 | 0.3% |
| 2015-11-28 | 1 | 0.3% |
| 2015-12-05 | 1 | 0.3% |
| 2015-12-12 | 1 | 0.3% |
| Other values (358) | 358 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.777174 |
| Minimum | 2015 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2016 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.064180212 |
|---|---|
| Coefficient of variation (CV) | 0.001022490366 |
| Kurtosis | -1.159109412 |
| Mean | 2018.777174 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.01638807909 |
| Sum | 742910 |
| Variance | 4.260839948 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2017 | 53 | |
| 2021 | 53 | |
| 2016 | 52 | |
| 2018 | 52 | |
| 2020 | 52 | |
| 2019 | 51 | |
| 2022 | 42 | |
| 2015 | 13 | 3.5% |
| Value | Count | Frequency (%) |
| 2015 | 13 | 3.5% |
| 2016 | 52 | |
| 2017 | 53 | |
| 2018 | 52 | |
| 2019 | 51 | |
| 2020 | 52 | |
| 2021 | 53 | |
| 2022 | 42 |
| Value | Count | Frequency (%) |
| 2022 | 42 | |
| 2021 | 53 | |
| 2020 | 52 | |
| 2019 | 51 | |
| 2018 | 52 | |
| 2017 | 53 | |
| 2016 | 52 | |
| 2015 | 13 | 3.5% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.508152174 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.460156847 |
|---|---|
| Coefficient of variation (CV) | 0.5316650186 |
| Kurtosis | -1.214061342 |
| Mean | 6.508152174 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0235240064 |
| Sum | 2395 |
| Variance | 11.9726854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 35 | |
| 1 | 33 | |
| 5 | 32 | |
| 7 | 32 | |
| 12 | 30 | |
| 4 | 30 | |
| 8 | 30 | |
| 9 | 30 | |
| 11 | 29 | |
| 2 | 29 | |
| Other values (2) | 58 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 29 | |
| 3 | 29 | |
| 4 | 30 | |
| 5 | 32 | |
| 6 | 29 | |
| 7 | 32 | |
| 8 | 30 | |
| 9 | 30 | |
| 10 | 35 |
| Value | Count | Frequency (%) |
| 12 | 30 | |
| 11 | 29 | |
| 10 | 35 | |
| 9 | 30 | |
| 8 | 30 | |
| 7 | 32 | |
| 6 | 29 | |
| 5 | 32 | |
| 4 | 30 | |
| 3 | 29 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.63586957 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.800422104 |
|---|---|
| Coefficient of variation (CV) | 0.562835477 |
| Kurtosis | -1.192104955 |
| Mean | 15.63586957 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.01858304804 |
| Sum | 5754 |
| Variance | 77.44742921 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 14 | 3.8% |
| 3 | 14 | 3.8% |
| 24 | 14 | 3.8% |
| 11 | 14 | 3.8% |
| 10 | 14 | 3.8% |
| 17 | 14 | 3.8% |
| 18 | 14 | 3.8% |
| 25 | 14 | 3.8% |
| 7 | 13 | 3.5% |
| 28 | 13 | 3.5% |
| Other values (21) | 230 |
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 2 | 11 | |
| 3 | 14 | |
| 4 | 14 | |
| 5 | 11 | |
| 6 | 11 | |
| 7 | 13 | |
| 8 | 12 | |
| 9 | 10 | |
| 10 | 14 |
| Value | Count | Frequency (%) |
| 31 | 8 | |
| 30 | 9 | |
| 29 | 11 | |
| 28 | 13 | |
| 27 | 11 | |
| 26 | 11 | |
| 25 | 14 | |
| 24 | 14 | |
| 23 | 9 | |
| 22 | 12 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2018.790761 |
| Minimum | 2015 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 2015 |
|---|---|
| 5-th percentile | 2016 |
| Q1 | 2017 |
| median | 2019 |
| Q3 | 2021 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.063625937 |
|---|---|
| Coefficient of variation (CV) | 0.001022208927 |
| Kurtosis | -1.164372418 |
| Mean | 2018.790761 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.01452027121 |
| Sum | 742915 |
| Variance | 4.258552008 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2016 | 53 | |
| 2021 | 53 | |
| 2017 | 52 | |
| 2018 | 52 | |
| 2019 | 52 | |
| 2020 | 51 | |
| 2022 | 43 | |
| 2015 | 12 | 3.3% |
| Value | Count | Frequency (%) |
| 2015 | 12 | 3.3% |
| 2016 | 53 | |
| 2017 | 52 | |
| 2018 | 52 | |
| 2019 | 52 | |
| 2020 | 51 | |
| 2021 | 53 | |
| 2022 | 43 |
| Value | Count | Frequency (%) |
| 2022 | 43 | |
| 2021 | 53 | |
| 2020 | 51 | |
| 2019 | 52 | |
| 2018 | 52 | |
| 2017 | 52 | |
| 2016 | 53 | |
| 2015 | 12 | 3.3% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.538043478 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.456805234 |
|---|---|
| Coefficient of variation (CV) | 0.5287216651 |
| Kurtosis | -1.211414686 |
| Mean | 6.538043478 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.02520578192 |
| Sum | 2406 |
| Variance | 11.94950243 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 35 | |
| 7 | 33 | |
| 1 | 32 | |
| 12 | 31 | |
| 4 | 31 | |
| 3 | 30 | |
| 5 | 30 | |
| 6 | 30 | |
| 9 | 30 | |
| 11 | 29 | |
| Other values (2) | 57 |
| Value | Count | Frequency (%) |
| 1 | 32 | |
| 2 | 28 | |
| 3 | 30 | |
| 4 | 31 | |
| 5 | 30 | |
| 6 | 30 | |
| 7 | 33 | |
| 8 | 29 | |
| 9 | 30 | |
| 10 | 35 |
| Value | Count | Frequency (%) |
| 12 | 31 | |
| 11 | 29 | |
| 10 | 35 | |
| 9 | 30 | |
| 8 | 29 | |
| 7 | 33 | |
| 6 | 30 | |
| 5 | 30 | |
| 4 | 31 | |
| 3 | 30 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.76902174 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.778436369 |
|---|---|
| Coefficient of variation (CV) | 0.55668871 |
| Kurtosis | -1.184479305 |
| Mean | 15.76902174 |
| Median Absolute Deviation (MAD) | 7.5 |
| Skewness | 0.008256533131 |
| Sum | 5803 |
| Variance | 77.06094509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 14 | 3.8% |
| 9 | 14 | 3.8% |
| 17 | 14 | 3.8% |
| 16 | 14 | 3.8% |
| 23 | 14 | 3.8% |
| 24 | 14 | 3.8% |
| 13 | 13 | 3.5% |
| 27 | 13 | 3.5% |
| 20 | 13 | 3.5% |
| 6 | 13 | 3.5% |
| Other values (21) | 232 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 13 | |
| 3 | 12 | |
| 4 | 11 | |
| 5 | 11 | |
| 6 | 13 | |
| 7 | 12 | |
| 8 | 11 | |
| 9 | 14 | |
| 10 | 14 |
| Value | Count | Frequency (%) |
| 31 | 7 | |
| 30 | 13 | |
| 29 | 9 | |
| 28 | 12 | |
| 27 | 13 | |
| 26 | 11 | |
| 25 | 11 | |
| 24 | 14 | |
| 23 | 14 | |
| 22 | 10 |
| Distinct | 323 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 901.3641304 |
| Minimum | 27 |
|---|---|
| Maximum | 6300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 90.05 |
| Q1 | 287.75 |
| median | 551 |
| Q3 | 1118 |
| 95-th percentile | 3242.1 |
| Maximum | 6300 |
| Range | 6273 |
| Interquartile range (IQR) | 830.25 |
Descriptive statistics
| Standard deviation | 1017.475734 |
|---|---|
| Coefficient of variation (CV) | 1.128817644 |
| Kurtosis | 5.901381464 |
| Mean | 901.3641304 |
| Median Absolute Deviation (MAD) | 325.5 |
| Skewness | 2.337895781 |
| Sum | 331702 |
| Variance | 1035256.87 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 177 | 4 | 1.1% |
| 382 | 4 | 1.1% |
| 210 | 3 | 0.8% |
| 312 | 3 | 0.8% |
| 599 | 3 | 0.8% |
| 262 | 2 | 0.5% |
| 92 | 2 | 0.5% |
| 151 | 2 | 0.5% |
| 198 | 2 | 0.5% |
| 230 | 2 | 0.5% |
| Other values (313) | 341 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 55 | 1 | |
| 60 | 1 | |
| 64 | 1 | |
| 65 | 2 | |
| 69 | 1 | |
| 71 | 1 | |
| 72 | 1 | |
| 74 | 1 | |
| 77 | 1 |
| Value | Count | Frequency (%) |
| 6300 | 1 | |
| 5122 | 1 | |
| 4986 | 1 | |
| 4812 | 1 | |
| 4636 | 1 | |
| 4460 | 1 | |
| 4384 | 1 | |
| 4158 | 1 | |
| 4138 | 1 | |
| 4130 | 1 |
NUM. OF PROVIDERS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 72 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.29891304 |
| Minimum | 12 |
|---|---|
| Maximum | 186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 45 |
| median | 60 |
| Q3 | 92 |
| 95-th percentile | 184 |
| Maximum | 186 |
| Range | 174 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 44.77339614 |
|---|---|
| Coefficient of variation (CV) | 0.5868156485 |
| Kurtosis | 0.8316480511 |
| Mean | 76.29891304 |
| Median Absolute Deviation (MAD) | 21.5 |
| Skewness | 1.275595198 |
| Sum | 28078 |
| Variance | 2004.657002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 25 | 6.8% |
| 92 | 23 | 6.2% |
| 45 | 17 | 4.6% |
| 44 | 16 | 4.3% |
| 186 | 16 | 4.3% |
| 93 | 13 | 3.5% |
| 42 | 12 | 3.3% |
| 57 | 12 | 3.3% |
| 184 | 11 | 3.0% |
| 60 | 11 | 3.0% |
| Other values (62) | 212 |
| Value | Count | Frequency (%) |
| 12 | 1 | 0.3% |
| 20 | 1 | 0.3% |
| 22 | 5 | |
| 23 | 4 | |
| 24 | 9 | |
| 25 | 7 | |
| 26 | 3 | 0.8% |
| 27 | 2 | 0.5% |
| 28 | 5 | |
| 32 | 1 | 0.3% |
| Value | Count | Frequency (%) |
| 186 | 16 | |
| 184 | 11 | |
| 182 | 3 | 0.8% |
| 180 | 2 | 0.5% |
| 168 | 3 | 0.8% |
| 166 | 1 | 0.3% |
| 162 | 1 | 0.3% |
| 156 | 1 | 0.3% |
| 154 | 2 | 0.5% |
| 152 | 1 | 0.3% |
TOTAL PATIENTS
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 366 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58170.49457 |
| Minimum | 6273 |
|---|---|
| Maximum | 164848 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 KiB |
Quantile statistics
| Minimum | 6273 |
|---|---|
| 5-th percentile | 18749.5 |
| Q1 | 28108 |
| median | 51021 |
| Q3 | 68488.5 |
| 95-th percentile | 144038.8 |
| Maximum | 164848 |
| Range | 158575 |
| Interquartile range (IQR) | 40380.5 |
Descriptive statistics
| Standard deviation | 37139.78256 |
|---|---|
| Coefficient of variation (CV) | 0.6384642736 |
| Kurtosis | 0.731831206 |
| Mean | 58170.49457 |
| Median Absolute Deviation (MAD) | 20337 |
| Skewness | 1.244901681 |
| Sum | 21406742 |
| Variance | 1379363449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23405 | 2 | 0.5% |
| 30624 | 2 | 0.5% |
| 31716 | 1 | 0.3% |
| 41221 | 1 | 0.3% |
| 41044 | 1 | 0.3% |
| 39665 | 1 | 0.3% |
| 39712 | 1 | 0.3% |
| 38766 | 1 | 0.3% |
| 34622 | 1 | 0.3% |
| 35078 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 6273 | 1 | |
| 12278 | 1 | |
| 14963 | 1 | |
| 15234 | 1 | |
| 15456 | 1 | |
| 15527 | 1 | |
| 15610 | 1 | |
| 16483 | 1 | |
| 16698 | 1 | |
| 16912 | 1 |
| Value | Count | Frequency (%) |
| 164848 | 1 | |
| 160036 | 1 | |
| 152132 | 1 | |
| 150592 | 1 | |
| 150590 | 1 | |
| 149618 | 1 | |
| 149526 | 1 | |
| 147948 | 1 | |
| 146840 | 1 | |
| 146580 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| TOTAL SPECIMENS | TOTAL A | TOTAL B | PERCENT POSITIVE | PERCENT A | PERCENT B | start_date | end_date | start_year | start_month | start_day | end_year | end_month | end_day | ILITOTAL | NUM. OF PROVIDERS | TOTAL PATIENTS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 259 | 1 | 2 | 1.16 | 0.39 | 0.77 | 2015-10-04 | 2015-10-10 | 2015 | 10 | 04 | 2015 | 10 | 10 | 185 | 44 | 23405 |
| 1 | 256 | 1 | 1 | 0.78 | 0.39 | 0.39 | 2015-10-11 | 2015-10-17 | 2015 | 10 | 11 | 2015 | 10 | 17 | 134 | 43 | 20815 |
| 2 | 244 | 0 | 1 | 0.41 | 0.00 | 0.41 | 2015-10-18 | 2015-10-24 | 2015 | 10 | 18 | 2015 | 10 | 24 | 177 | 44 | 24135 |
| 3 | 231 | 0 | 1 | 0.43 | 0.00 | 0.43 | 2015-10-25 | 2015-10-31 | 2015 | 10 | 25 | 2015 | 10 | 31 | 142 | 41 | 24071 |
| 4 | 273 | 0 | 0 | 0.00 | 0.00 | 0.00 | 2015-11-01 | 2015-11-07 | 2015 | 11 | 01 | 2015 | 11 | 07 | 164 | 44 | 24554 |
| 5 | 218 | 1 | 1 | 0.92 | 0.46 | 0.46 | 2015-11-08 | 2015-11-14 | 2015 | 11 | 08 | 2015 | 11 | 14 | 165 | 45 | 24543 |
| 6 | 263 | 0 | 0 | 0.00 | 0.00 | 0.00 | 2015-11-15 | 2015-11-21 | 2015 | 11 | 15 | 2015 | 11 | 21 | 162 | 44 | 25102 |
| 7 | 287 | 2 | 0 | 0.70 | 0.70 | 0.00 | 2015-11-22 | 2015-11-28 | 2015 | 11 | 22 | 2015 | 11 | 28 | 147 | 42 | 16912 |
| 8 | 286 | 1 | 1 | 0.70 | 0.35 | 0.35 | 2015-11-29 | 2015-12-05 | 2015 | 11 | 29 | 2015 | 12 | 05 | 200 | 46 | 25220 |
| 9 | 303 | 0 | 3 | 0.99 | 0.00 | 0.99 | 2015-12-06 | 2015-12-12 | 2015 | 12 | 06 | 2015 | 12 | 12 | 202 | 46 | 24901 |
Last rows
| TOTAL SPECIMENS | TOTAL A | TOTAL B | PERCENT POSITIVE | PERCENT A | PERCENT B | start_date | end_date | start_year | start_month | start_day | end_year | end_month | end_day | ILITOTAL | NUM. OF PROVIDERS | TOTAL PATIENTS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 358 | 1621 | 1 | 0 | 0.06 | 0.06 | 0.00 | 2022-08-14 | 2022-08-20 | 2022 | 08 | 14 | 2022 | 08 | 20 | 1088 | 146 | 133270 |
| 359 | 1504 | 3 | 0 | 0.20 | 0.20 | 0.00 | 2022-08-21 | 2022-08-27 | 2022 | 08 | 21 | 2022 | 08 | 27 | 1118 | 150 | 136460 |
| 360 | 1529 | 5 | 0 | 0.33 | 0.33 | 0.00 | 2022-08-28 | 2022-09-03 | 2022 | 08 | 28 | 2022 | 09 | 03 | 1042 | 150 | 135500 |
| 361 | 1567 | 7 | 0 | 0.45 | 0.45 | 0.00 | 2022-09-04 | 2022-09-10 | 2022 | 09 | 04 | 2022 | 09 | 10 | 1222 | 156 | 133664 |
| 362 | 1787 | 3 | 0 | 0.17 | 0.17 | 0.00 | 2022-09-11 | 2022-09-17 | 2022 | 09 | 11 | 2022 | 09 | 17 | 1656 | 154 | 146580 |
| 363 | 1891 | 13 | 0 | 0.69 | 0.69 | 0.00 | 2022-09-18 | 2022-09-24 | 2022 | 09 | 18 | 2022 | 09 | 24 | 2032 | 168 | 164848 |
| 364 | 1992 | 10 | 0 | 0.50 | 0.50 | 0.00 | 2022-09-25 | 2022-10-01 | 2022 | 09 | 25 | 2022 | 10 | 01 | 2226 | 168 | 160036 |
| 365 | 2362 | 15 | 0 | 0.64 | 0.64 | 0.00 | 2022-10-02 | 2022-10-08 | 2022 | 10 | 02 | 2022 | 10 | 08 | 1269 | 92 | 80301 |
| 366 | 2388 | 16 | 2 | 0.75 | 0.67 | 0.08 | 2022-10-09 | 2022-10-15 | 2022 | 10 | 09 | 2022 | 10 | 15 | 1411 | 94 | 81762 |
| 367 | 2332 | 25 | 1 | 1.11 | 1.07 | 0.04 | 2022-10-16 | 2022-10-22 | 2022 | 10 | 16 | 2022 | 10 | 22 | 1348 | 93 | 82281 |